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References from A Review of Performance of Recent YOLO Models on Cholecystectomy Tool Detection. Local targets link to admitted publications; unresolved targets remain external evidence.
A medical image visualization technique assisted with AI-based haptic feedback for robotic surgery and healthcare
10.3390/app13063592 · 2023 · External reference
Telerobotic spinal surgery based on 5G network: the first 12 cases
10.14245/ns.1938454.227 · 2020 · External reference
Social implementation of a remote surgery system in Japan: a field experiment using a newly developed surgical robot via a commercial network
10.1007/s00595-021-02384-5 · 2022 · External reference
5G ultra-remote robot-assisted laparoscopic surgery in China
10.1007/s00464-020-07823-x · 2020 · External reference
Advantages of robotic surgery in the treatment of complex pelvic organs prolapse
10.1007/s13304-020-00913-4 · 2021 · External reference
A systematic review of the true benefit of robotic surgery: ergonomics
10.1002/rcs.2113 · 2020 · External reference
Robotic surgery
10.1111/j.1471-0528.2008.02038.x · 2009 · External reference
Robotic versus laparoscopic colorectal surgery in elderly patients in terms of recovery time: a monocentric experience
10.1007/s11701-021-01332-2 · 2021 · External reference
The rise of robots in surgical environments during COVID-19
10.1038/s42256-020-00238-2 · 2020 · External reference
Estimate of the global volume of surgery in 2012: an assessment supporting improved health outcomes
10.1016/s0140-6736(15)60806-6 · 2015 · External reference
Global Surgery 2030: evidence and solutions for achieving health, welfare, and economic development
10.1016/s0140-6736(15)60160-x · 2015 · External reference
Robotic surgery in rectal cancer: potential, challenges, and opportunities
10.1007/s11864-022-00984-y · 2022 · External reference
A novel approach to robotic cardiac surgery using haptics and vision
10.1023/a:1019926620096 · 2002 · External reference
Artificial intelligence-based computer vision in surgery: recent advances and future perspectives
10.1002/ags3.12513 · 2022 · External reference
Machine learning for surgical phase recognition: a systematic review
10.1097/sla.0000000000004425 · 2021 · External reference
Unresolved reference
External reference
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy
10.1016/j.media.2021.102002 · 2021 · External reference
Tool detection and operative skill assessment in surgical videos using region-based convolutional neural networks
2018 · External reference
A system for robotic heart surgery that learns to tie knots using recurrent neural networks
10.1163/156855308x360604 · 2008 · External reference
Autonomous robotic laparoscopic surgery for intestinal anastomosis
10.1126/scirobotics.abj2908 · 2022 · External reference
Laparoscopy in emergency: why not? Advantages of laparoscopy in major emergency: a review
10.3390/life11090917 · 2021 · External reference
Automated surgical instrument detection from laparoscopic gastrectomy video images using an open source convolutional neural network platform
10.1016/j.jamcollsurg.2020.01.037 · 2020 · External reference
Surgical-tools detection based on convolutional neural network in laparoscopic robot-assisted surgery
2017 · External reference
Detection, segmentation, and 3D pose estimation of surgical tools using convolutional neural networks and algebraic geometry
10.1016/j.media.2021.101994 · 2021 · External reference
Computer vision in surgery: from potential to clinical value
10.1038/s41746-022-00707-5 · 2022 · External reference
Deep learning
10.1038/nature14539 · 2015 · External reference
A survey on object detection, classification and tracking methods
2014 · External reference
Rich feature hierarchies for accurate object detection and semantic segmentation
2014 · External reference
Fast R-CNN
2015 · External reference
Faster R-CNN: towards real-time object detection with region proposal networks
2015 · External reference
You only look once: unified, real-time object detection
2016 · External reference
A review of YOLO algorithm developments
10.1016/j.procs.2022.01.135 · 2022 · External reference
10.1109/cvpr52729.2023.00721
10.1109/cvpr52729.2023.00721 · External reference
Unresolved reference
External reference
A comprehensive review of YOLO architectures in computer vision: from YOLOv1 to YOLOv8 and YOLO-nas
10.3390/make5040083 · 2023 · External reference
10.1007/978-3-031-72751-1_1
10.1007/978-3-031-72751-1_1 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Unresolved reference
External reference
Object detection of surgical instruments based on YOLOv4
2021 · External reference
Artificial intelligence-assisted laparoscopic cholecystectomy in a preclinical swine model
2023 · External reference
Image-based laparoscopic tool detection and tracking using convolutional neural networks: a review of the literature
10.1080/24699322.2020.1801842 · 2020 · External reference
Autonomous recognition of multiple surgical instruments tips based on arrow OBB-YOLO network
2022 · External reference
Cholecystectomy surgical instrument detection using variants of YOLOv8
2024 · External reference
Automatic definition of modular neural networks
10.1177/105971239400300202 · 1994 · External reference
A review of evolutionary artificial neural networks
10.1002/int.4550080406 · 1993 · External reference
Robust surgical tool detection in laparoscopic surgery using YOLOv8 model
2023 · External reference
